Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 16041 |
| Missing cells | 2376 |
| Missing cells (%) | 0.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Categorical | 9 |
|---|---|
| Boolean | 1 |
| Numeric | 8 |
key_studentInfo has a high cardinality: 16041 distinct values | High cardinality |
Moyenne de score has a high cardinality: 1961 distinct values | High cardinality |
Nombre de date_submitted is highly overall correlated with Nombre de date and 2 other fields | High correlation |
Nombre de date is highly overall correlated with Nombre de date_submitted and 2 other fields | High correlation |
sum_click is highly overall correlated with Nombre de date_submitted and 2 other fields | High correlation |
Nombre de activity_type is highly overall correlated with Nombre de date_submitted and 2 other fields | High correlation |
disability is highly imbalanced (55.7%) | Imbalance |
imd_band has 599 (3.7%) missing values | Missing |
Moyenne pondérée de score has 1645 (10.3%) missing values | Missing |
key_studentInfo is uniformly distributed | Uniform |
key_studentInfo has unique values | Unique |
num_of_prev_attempts has 14276 (89.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-21 10:24:03.234832 |
|---|---|
| Analysis finished | 2023-03-21 10:24:11.254753 |
| Duration | 8.02 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
key_studentInfo
Categorical
HIGH CARDINALITY  UNIFORM  UNIQUE 
| Distinct | 16041 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 125.4 KiB |
| 100064FFF2013J | 1 |
|---|---|
| 607061DDD2013J | 1 |
| 606908DDD2013J | 1 |
| 606914BBB2014J | 1 |
| 606918EEE2013J | 1 |
| Other values (16036) |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 14.085905 |
| Min length | 12 |
Characters and Unicode
| Total characters | 225952 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 16041 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 100064FFF2013J |
|---|---|
| 2nd row | 100282BBB2013J |
| 3rd row | 100561DDD2014J |
| 4th row | 100788CCC2014J |
| 5th row | 100788FFF2013J |
Common Values
| Value | Count | Frequency (%) |
| 100064FFF2013J | 1 | < 0.1% |
| 607061DDD2013J | 1 | < 0.1% |
| 606908DDD2013J | 1 | < 0.1% |
| 606914BBB2014J | 1 | < 0.1% |
| 606918EEE2013J | 1 | < 0.1% |
| 606930FFF2013J | 1 | < 0.1% |
| 606939FFF2013J | 1 | < 0.1% |
| 606966FFF2013J | 1 | < 0.1% |
| 606990FFF2013J | 1 | < 0.1% |
| 607011FFF2013J | 1 | < 0.1% |
| Other values (16031) | 16031 |
Length
| Value | Count | Frequency (%) |
| 100064fff2013j | 1 | < 0.1% |
| 101781aaa2013j | 1 | < 0.1% |
| 1045203aaa2014j | 1 | < 0.1% |
| 104480ccc2014j | 1 | < 0.1% |
| 104476aaa2013j | 1 | < 0.1% |
| 1042726fff2014j | 1 | < 0.1% |
| 100561ddd2014j | 1 | < 0.1% |
| 100788ccc2014j | 1 | < 0.1% |
| 100788fff2013j | 1 | < 0.1% |
| 100893aaa2013j | 1 | < 0.1% |
| Other values (16031) | 16031 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 25367 | |
| 1 | 24483 | |
| 0 | 24275 | |
| 4 | 18683 | 8.3% |
| J | 16041 | 7.1% |
| 3 | 15626 | 6.9% |
| 6 | 13619 | 6.0% |
| 5 | 13272 | 5.9% |
| F | 11151 | 4.9% |
| B | 10509 | 4.7% |
| Other values (8) | 52926 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 161788 | |
| Uppercase Letter | 64164 | 28.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 25367 | |
| 1 | 24483 | |
| 0 | 24275 | |
| 4 | 18683 | |
| 3 | 15626 | |
| 6 | 13619 | |
| 5 | 13272 | |
| 8 | 9086 | 5.6% |
| 9 | 8905 | 5.5% |
| 7 | 8472 | 5.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 16041 | |
| F | 11151 | |
| B | 10509 | |
| D | 8799 | |
| C | 5994 | 9.3% |
| E | 5286 | 8.2% |
| G | 4269 | 6.7% |
| A | 2115 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 161788 | |
| Latin | 64164 | 28.4% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 25367 | |
| 1 | 24483 | |
| 0 | 24275 | |
| 4 | 18683 | |
| 3 | 15626 | |
| 6 | 13619 | |
| 5 | 13272 | |
| 8 | 9086 | 5.6% |
| 9 | 8905 | 5.5% |
| 7 | 8472 | 5.2% |
Latin
| Value | Count | Frequency (%) |
| J | 16041 | |
| F | 11151 | |
| B | 10509 | |
| D | 8799 | |
| C | 5994 | 9.3% |
| E | 5286 | 8.2% |
| G | 4269 | 6.7% |
| A | 2115 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 225952 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 25367 | |
| 1 | 24483 | |
| 0 | 24275 | |
| 4 | 18683 | 8.3% |
| J | 16041 | 7.1% |
| 3 | 15626 | 6.9% |
| 6 | 13619 | 6.0% |
| 5 | 13272 | 5.9% |
| F | 11151 | 4.9% |
| B | 10509 | 4.7% |
| Other values (8) | 52926 |
final_result
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 125.4 KiB |
| Pass | |
|---|---|
| Fail | |
| Withdrawn | |
| Distinction |
Length
| Max length | 11 |
|---|---|
| Median length | 4 |
| Mean length | 5.7122374 |
| Min length | 4 |
Characters and Unicode
| Total characters | 91630 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pass |
|---|---|
| 2nd row | Withdrawn |
| 3rd row | Fail |
| 4th row | Distinction |
| 5th row | Pass |
Common Values
| Value | Count | Frequency (%) |
| Pass | 8015 | |
| Fail | 3298 | |
| Withdrawn | 2815 | 17.5% |
| Distinction | 1913 | 11.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pass | 8015 | |
| fail | 3298 | |
| withdrawn | 2815 | 17.5% |
| distinction | 1913 | 11.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 17943 | |
| a | 14128 | |
| i | 11852 | |
| P | 8015 | |
| t | 6641 | 7.2% |
| n | 6641 | 7.2% |
| F | 3298 | 3.6% |
| l | 3298 | 3.6% |
| W | 2815 | 3.1% |
| h | 2815 | 3.1% |
| Other values (6) | 14184 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 75589 | |
| Uppercase Letter | 16041 | 17.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 17943 | |
| a | 14128 | |
| i | 11852 | |
| t | 6641 | 8.8% |
| n | 6641 | 8.8% |
| l | 3298 | 4.4% |
| h | 2815 | 3.7% |
| d | 2815 | 3.7% |
| r | 2815 | 3.7% |
| w | 2815 | 3.7% |
| Other values (2) | 3826 | 5.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 8015 | |
| F | 3298 | |
| W | 2815 | 17.5% |
| D | 1913 | 11.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 91630 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 17943 | |
| a | 14128 | |
| i | 11852 | |
| P | 8015 | |
| t | 6641 | 7.2% |
| n | 6641 | 7.2% |
| F | 3298 | 3.6% |
| l | 3298 | 3.6% |
| W | 2815 | 3.1% |
| h | 2815 | 3.1% |
| Other values (6) | 14184 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91630 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 17943 | |
| a | 14128 | |
| i | 11852 | |
| P | 8015 | |
| t | 6641 | 7.2% |
| n | 6641 | 7.2% |
| F | 3298 | 3.6% |
| l | 3298 | 3.6% |
| W | 2815 | 3.1% |
| h | 2815 | 3.1% |
| Other values (6) | 14184 |
disability
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 14568 | |
| True | 1473 | 9.2% |
module_presentation_length
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 125.4 KiB |
| 269 | |
|---|---|
| 268 | |
| 262 | |
| 261 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 48123 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 268 |
|---|---|
| 2nd row | 268 |
| 3rd row | 262 |
| 4th row | 269 |
| 5th row | 268 |
Common Values
| Value | Count | Frequency (%) |
| 269 | 5720 | |
| 268 | 4776 | |
| 262 | 3220 | |
| 261 | 2325 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 269 | 5720 | |
| 268 | 4776 | |
| 262 | 3220 | |
| 261 | 2325 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 19261 | |
| 6 | 16041 | |
| 9 | 5720 | 11.9% |
| 8 | 4776 | 9.9% |
| 1 | 2325 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 48123 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 19261 | |
| 6 | 16041 | |
| 9 | 5720 | 11.9% |
| 8 | 4776 | 9.9% |
| 1 | 2325 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 48123 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 19261 | |
| 6 | 16041 | |
| 9 | 5720 | 11.9% |
| 8 | 4776 | 9.9% |
| 1 | 2325 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48123 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 19261 | |
| 6 | 16041 | |
| 9 | 5720 | 11.9% |
| 8 | 4776 | 9.9% |
| 1 | 2325 | 4.8% |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 125.4 KiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16041 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | F |
| 3rd row | M |
| 4th row | M |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 8909 | |
| F | 7132 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 8909 | |
| f | 7132 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 8909 | |
| F | 7132 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 16041 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 8909 | |
| F | 7132 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16041 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 8909 | |
| F | 7132 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16041 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 8909 | |
| F | 7132 |
highest_education
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 125.4 KiB |
| A Level or Equivalent | |
|---|---|
| Lower Than A Level | |
| HE Qualification | |
| Post Graduate Qualification | 162 |
| No Formal quals | 125 |
Length
| Max length | 27 |
|---|---|
| Median length | 21 |
| Mean length | 19.088149 |
| Min length | 15 |
Characters and Unicode
| Total characters | 306193 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A Level or Equivalent |
|---|---|
| 2nd row | Lower Than A Level |
| 3rd row | Lower Than A Level |
| 4th row | HE Qualification |
| 5th row | HE Qualification |
Common Values
| Value | Count | Frequency (%) |
| A Level or Equivalent | 7148 | |
| Lower Than A Level | 6070 | |
| HE Qualification | 2536 | 15.8% |
| Post Graduate Qualification | 162 | 1.0% |
| No Formal quals | 125 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| a | 13218 | |
| level | 13218 | |
| or | 7148 | |
| equivalent | 7148 | |
| lower | 6070 | |
| than | 6070 | |
| qualification | 2698 | 4.6% |
| he | 2536 | 4.3% |
| post | 162 | 0.3% |
| graduate | 162 | 0.3% |
| Other values (3) | 375 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 42764 | ||
| e | 39816 | |
| l | 23314 | 7.6% |
| v | 20366 | 6.7% |
| L | 19288 | 6.3% |
| a | 19188 | 6.3% |
| o | 16328 | 5.3% |
| n | 15916 | 5.2% |
| i | 15242 | 5.0% |
| r | 13505 | 4.4% |
| Other values (19) | 80466 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 209361 | |
| Uppercase Letter | 54068 | 17.7% |
| Space Separator | 42764 | 14.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 39816 | |
| l | 23314 | |
| v | 20366 | |
| a | 19188 | |
| o | 16328 | |
| n | 15916 | 7.6% |
| i | 15242 | 7.3% |
| r | 13505 | 6.5% |
| t | 10170 | 4.9% |
| u | 10133 | 4.8% |
| Other values (8) | 25383 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 19288 | |
| A | 13218 | |
| E | 9684 | |
| T | 6070 | 11.2% |
| Q | 2698 | 5.0% |
| H | 2536 | 4.7% |
| P | 162 | 0.3% |
| G | 162 | 0.3% |
| N | 125 | 0.2% |
| F | 125 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 42764 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 263429 | |
| Common | 42764 | 14.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 39816 | |
| l | 23314 | 8.9% |
| v | 20366 | 7.7% |
| L | 19288 | 7.3% |
| a | 19188 | 7.3% |
| o | 16328 | 6.2% |
| n | 15916 | 6.0% |
| i | 15242 | 5.8% |
| r | 13505 | 5.1% |
| A | 13218 | 5.0% |
| Other values (18) | 67248 |
Common
| Value | Count | Frequency (%) |
| 42764 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 306193 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 42764 | ||
| e | 39816 | |
| l | 23314 | 7.6% |
| v | 20366 | 6.7% |
| L | 19288 | 6.3% |
| a | 19188 | 6.3% |
| o | 16328 | 5.3% |
| n | 15916 | 5.2% |
| i | 15242 | 5.0% |
| r | 13505 | 4.4% |
| Other values (19) | 80466 |
imd_band
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 599 |
| Missing (%) | 3.7% |
| Memory size | 125.4 KiB |
| 30-40% | |
|---|---|
| 20-30% | |
| 10-20 | |
| 50-60% | |
| 40-50% | |
| Other values (5) |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.8879679 |
| Min length | 5 |
Characters and Unicode
| Total characters | 90922 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0-10% |
|---|---|
| 2nd row | 20-30% |
| 3rd row | 70-80% |
| 4th row | 80-90% |
| 5th row | 80-90% |
Common Values
| Value | Count | Frequency (%) |
| 30-40% | 1725 | |
| 20-30% | 1662 | |
| 10-20 | 1621 | |
| 50-60% | 1606 | |
| 40-50% | 1605 | |
| 60-70% | 1503 | |
| 70-80% | 1500 | |
| 0-10% | 1452 | |
| 80-90% | 1425 | |
| 90-100% | 1343 | |
| (Missing) | 599 | 3.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 30-40 | 1725 | |
| 20-30 | 1662 | |
| 10-20 | 1621 | |
| 50-60 | 1606 | |
| 40-50 | 1605 | |
| 60-70 | 1503 | |
| 70-80 | 1500 | |
| 0-10 | 1452 | |
| 80-90 | 1425 | |
| 90-100 | 1343 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32227 | |
| - | 15442 | |
| % | 13821 | |
| 1 | 4416 | 4.9% |
| 3 | 3387 | 3.7% |
| 4 | 3330 | 3.7% |
| 2 | 3283 | 3.6% |
| 5 | 3211 | 3.5% |
| 6 | 3109 | 3.4% |
| 7 | 3003 | 3.3% |
| Other values (2) | 5693 | 6.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 61659 | |
| Dash Punctuation | 15442 | 17.0% |
| Other Punctuation | 13821 | 15.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 32227 | |
| 1 | 4416 | 7.2% |
| 3 | 3387 | 5.5% |
| 4 | 3330 | 5.4% |
| 2 | 3283 | 5.3% |
| 5 | 3211 | 5.2% |
| 6 | 3109 | 5.0% |
| 7 | 3003 | 4.9% |
| 8 | 2925 | 4.7% |
| 9 | 2768 | 4.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 15442 |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 13821 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 90922 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 32227 | |
| - | 15442 | |
| % | 13821 | |
| 1 | 4416 | 4.9% |
| 3 | 3387 | 3.7% |
| 4 | 3330 | 3.7% |
| 2 | 3283 | 3.6% |
| 5 | 3211 | 3.5% |
| 6 | 3109 | 3.4% |
| 7 | 3003 | 3.3% |
| Other values (2) | 5693 | 6.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 90922 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 32227 | |
| - | 15442 | |
| % | 13821 | |
| 1 | 4416 | 4.9% |
| 3 | 3387 | 3.7% |
| 4 | 3330 | 3.7% |
| 2 | 3283 | 3.6% |
| 5 | 3211 | 3.5% |
| 6 | 3109 | 3.4% |
| 7 | 3003 | 3.3% |
| Other values (2) | 5693 | 6.3% |
num_of_prev_attempts
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13864472 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 14276 |
| Zeros (%) | 89.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 125.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.44072982 |
|---|---|
| Coefficient of variation (CV) | 3.1788431 |
| Kurtosis | 22.072453 |
| Mean | 0.13864472 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0796659 |
| Sum | 2224 |
| Variance | 0.19424278 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14276 | |
| 1 | 1411 | 8.8% |
| 2 | 277 | 1.7% |
| 3 | 56 | 0.3% |
| 4 | 15 | 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 14276 | |
| 1 | 1411 | 8.8% |
| 2 | 277 | 1.7% |
| 3 | 56 | 0.3% |
| 4 | 15 | 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 5 | 5 | < 0.1% |
| 4 | 15 | 0.1% |
| 3 | 56 | 0.3% |
| 2 | 277 | 1.7% |
| 1 | 1411 | 8.8% |
| 0 | 14276 |
region
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 125.4 KiB |
| Scotland | |
|---|---|
| East Anglian Region | |
| South Region | |
| London Region | |
| North Western Region | |
| Other values (8) |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 14.393118 |
| Min length | 5 |
Characters and Unicode
| Total characters | 230880 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | West Midlands Region |
|---|---|
| 2nd row | Wales |
| 3rd row | East Anglian Region |
| 4th row | Scotland |
| 5th row | Scotland |
Common Values
| Value | Count | Frequency (%) |
| Scotland | 1909 | |
| East Anglian Region | 1623 | |
| South Region | 1536 | |
| London Region | 1428 | |
| North Western Region | 1338 | |
| West Midlands Region | 1193 | |
| South West Region | 1187 | |
| East Midlands Region | 1135 | |
| Wales | 1087 | |
| South East Region | 1063 | |
| Other values (3) | 2542 |
Length
| Value | Count | Frequency (%) |
| region | 12339 | |
| east | 3821 | 10.6% |
| south | 3786 | 10.5% |
| west | 2380 | 6.6% |
| midlands | 2328 | 6.5% |
| north | 2225 | 6.2% |
| scotland | 1909 | 5.3% |
| anglian | 1623 | 4.5% |
| london | 1428 | 4.0% |
| western | 1338 | 3.7% |
| Other values (3) | 2742 | 7.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 24722 | |
| o | 24064 | |
| e | 20137 | 8.7% |
| 19878 | 8.6% | |
| i | 17239 | 7.5% |
| t | 15459 | 6.7% |
| g | 13962 | 6.0% |
| R | 12339 | 5.3% |
| s | 11903 | 5.2% |
| a | 11474 | 5.0% |
| Other values (16) | 59703 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 175083 | |
| Uppercase Letter | 35919 | 15.6% |
| Space Separator | 19878 | 8.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 24722 | |
| o | 24064 | |
| e | 20137 | |
| i | 17239 | |
| t | 15459 | |
| g | 13962 | |
| s | 11903 | |
| a | 11474 | |
| d | 8699 | 5.0% |
| l | 7653 | 4.4% |
| Other values (5) | 19771 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 12339 | |
| S | 5695 | |
| W | 4805 | 13.4% |
| E | 3821 | 10.6% |
| M | 2328 | 6.5% |
| N | 2225 | 6.2% |
| A | 1623 | 4.5% |
| L | 1428 | 4.0% |
| Y | 949 | 2.6% |
| I | 706 | 2.0% |
Space Separator
| Value | Count | Frequency (%) |
| 19878 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 211002 | |
| Common | 19878 | 8.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 24722 | |
| o | 24064 | |
| e | 20137 | 9.5% |
| i | 17239 | 8.2% |
| t | 15459 | 7.3% |
| g | 13962 | 6.6% |
| R | 12339 | 5.8% |
| s | 11903 | 5.6% |
| a | 11474 | 5.4% |
| d | 8699 | 4.1% |
| Other values (15) | 51004 |
Common
| Value | Count | Frequency (%) |
| 19878 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 230880 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 24722 | |
| o | 24064 | |
| e | 20137 | 8.7% |
| 19878 | 8.6% | |
| i | 17239 | 7.5% |
| t | 15459 | 6.7% |
| g | 13962 | 6.0% |
| R | 12339 | 5.3% |
| s | 11903 | 5.2% |
| a | 11474 | 5.0% |
| Other values (16) | 59703 |
studied_credits
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.869958 |
| Minimum | 30 |
|---|---|
| Maximum | 430 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 125.4 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 60 |
| median | 60 |
| Q3 | 90 |
| 95-th percentile | 135 |
| Maximum | 430 |
| Range | 400 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 37.288836 |
|---|---|
| Coefficient of variation (CV) | 0.49148354 |
| Kurtosis | 4.6318209 |
| Mean | 75.869958 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.606108 |
| Sum | 1217030 |
| Variance | 1390.4573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 8476 | |
| 120 | 2862 | 17.8% |
| 30 | 2126 | 13.3% |
| 90 | 1595 | 9.9% |
| 150 | 327 | 2.0% |
| 180 | 283 | 1.8% |
| 240 | 68 | 0.4% |
| 210 | 53 | 0.3% |
| 70 | 38 | 0.2% |
| 75 | 38 | 0.2% |
| Other values (33) | 175 | 1.1% |
| Value | Count | Frequency (%) |
| 30 | 2126 | 13.3% |
| 40 | 11 | 0.1% |
| 45 | 23 | 0.1% |
| 50 | 5 | < 0.1% |
| 55 | 2 | < 0.1% |
| 60 | 8476 | |
| 65 | 1 | < 0.1% |
| 70 | 38 | 0.2% |
| 75 | 38 | 0.2% |
| 80 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 430 | 1 | < 0.1% |
| 420 | 1 | < 0.1% |
| 360 | 1 | < 0.1% |
| 345 | 1 | < 0.1% |
| 330 | 4 | < 0.1% |
| 300 | 10 | 0.1% |
| 270 | 11 | 0.1% |
| 250 | 1 | < 0.1% |
| 240 | 68 | |
| 220 | 6 | < 0.1% |
age_band
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 125.4 KiB |
| 0-35 | |
|---|---|
| 35-55 | |
| 55<= | 140 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.3006047 |
| Min length | 4 |
Characters and Unicode
| Total characters | 68986 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 35-55 |
|---|---|
| 2nd row | 0-35 |
| 3rd row | 0-35 |
| 4th row | 0-35 |
| 5th row | 0-35 |
Common Values
| Value | Count | Frequency (%) |
| 0-35 | 11079 | |
| 35-55 | 4822 | |
| 55<= | 140 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0-35 | 11079 | |
| 35-55 | 4822 | |
| 55 | 140 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 25825 | |
| - | 15901 | |
| 3 | 15901 | |
| 0 | 11079 | |
| < | 140 | 0.2% |
| = | 140 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 52805 | |
| Dash Punctuation | 15901 | 23.0% |
| Math Symbol | 280 | 0.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 25825 | |
| 3 | 15901 | |
| 0 | 11079 |
Math Symbol
| Value | Count | Frequency (%) |
| < | 140 | |
| = | 140 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 15901 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 68986 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 25825 | |
| - | 15901 | |
| 3 | 15901 | |
| 0 | 11079 | |
| < | 140 | 0.2% |
| = | 140 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 68986 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 25825 | |
| - | 15901 | |
| 3 | 15901 | |
| 0 | 11079 | |
| < | 140 | 0.2% |
| = | 140 | 0.2% |
Nombre de date_submitted
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1159529 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 125.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.4962068 |
|---|---|
| Coefficient of variation (CV) | 0.57165365 |
| Kurtosis | -1.004013 |
| Mean | 6.1159529 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.37257927 |
| Sum | 98106 |
| Variance | 12.223462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 2487 | |
| 4 | 2165 | |
| 12 | 2122 | |
| 6 | 1872 | |
| 1 | 1520 | |
| 2 | 1158 | |
| 3 | 1071 | |
| 8 | 1027 | |
| 11 | 1011 | |
| 9 | 891 | 5.6% |
| Other values (2) | 717 | 4.5% |
| Value | Count | Frequency (%) |
| 1 | 1520 | |
| 2 | 1158 | |
| 3 | 1071 | |
| 4 | 2165 | |
| 5 | 2487 | |
| 6 | 1872 | |
| 7 | 420 | 2.6% |
| 8 | 1027 | |
| 9 | 891 | 5.6% |
| 10 | 297 | 1.9% |
| Value | Count | Frequency (%) |
| 12 | 2122 | |
| 11 | 1011 | |
| 10 | 297 | 1.9% |
| 9 | 891 | 5.6% |
| 8 | 1027 | |
| 7 | 420 | 2.6% |
| 6 | 1872 | |
| 5 | 2487 | |
| 4 | 2165 | |
| 3 | 1071 |
Moyenne de score
Categorical
| Distinct | 1961 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 12 |
| Missing (%) | 0.1% |
| Memory size | 125.4 KiB |
| 78,00 | 140 |
|---|---|
| 75,00 | 136 |
| 80,00 | 136 |
| 70,00 | 135 |
| 100,00 | 130 |
| Other values (1956) |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.0007486 |
| Min length | 4 |
Characters and Unicode
| Total characters | 80157 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 490 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | 89,33 |
|---|---|
| 2nd row | 78,00 |
| 3rd row | 73,17 |
| 4th row | 90,00 |
| 5th row | 88,58 |
Common Values
| Value | Count | Frequency (%) |
| 78,00 | 140 | 0.9% |
| 75,00 | 136 | 0.8% |
| 80,00 | 136 | 0.8% |
| 70,00 | 135 | 0.8% |
| 100,00 | 130 | 0.8% |
| 76,00 | 126 | 0.8% |
| 85,00 | 121 | 0.8% |
| 67,00 | 115 | 0.7% |
| 65,00 | 113 | 0.7% |
| 72,00 | 102 | 0.6% |
| Other values (1951) | 14775 |
Length
| Value | Count | Frequency (%) |
| 78,00 | 140 | 0.9% |
| 80,00 | 136 | 0.8% |
| 75,00 | 136 | 0.8% |
| 70,00 | 135 | 0.8% |
| 100,00 | 130 | 0.8% |
| 76,00 | 126 | 0.8% |
| 85,00 | 121 | 0.8% |
| 67,00 | 115 | 0.7% |
| 65,00 | 113 | 0.7% |
| 72,00 | 102 | 0.6% |
| Other values (1951) | 14775 |
Most occurring characters
| Value | Count | Frequency (%) |
| , | 16029 | |
| 0 | 15157 | |
| 8 | 8424 | |
| 7 | 8377 | |
| 5 | 7089 | |
| 6 | 6290 | 7.8% |
| 3 | 4875 | 6.1% |
| 2 | 3845 | 4.8% |
| 9 | 3806 | 4.7% |
| 4 | 3456 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 64128 | |
| Other Punctuation | 16029 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 15157 | |
| 8 | 8424 | |
| 7 | 8377 | |
| 5 | 7089 | |
| 6 | 6290 | |
| 3 | 4875 | 7.6% |
| 2 | 3845 | 6.0% |
| 9 | 3806 | 5.9% |
| 4 | 3456 | 5.4% |
| 1 | 2809 | 4.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 16029 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 80157 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| , | 16029 | |
| 0 | 15157 | |
| 8 | 8424 | |
| 7 | 8377 | |
| 5 | 7089 | |
| 6 | 6290 | 7.8% |
| 3 | 4875 | 6.1% |
| 2 | 3845 | 4.8% |
| 9 | 3806 | 4.7% |
| 4 | 3456 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80157 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| , | 16029 | |
| 0 | 15157 | |
| 8 | 8424 | |
| 7 | 8377 | |
| 5 | 7089 | |
| 6 | 6290 | 7.8% |
| 3 | 4875 | 6.1% |
| 2 | 3845 | 4.8% |
| 9 | 3806 | 4.7% |
| 4 | 3456 | 4.3% |
Moyenne pondérée de score
Real number (ℝ)
| Distinct | 7994 |
|---|---|
| Distinct (%) | 55.5% |
| Missing | 1645 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.549548 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 22 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 125.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 60.569409 |
| median | 72.946216 |
| Q3 | 83.212423 |
| 95-th percentile | 93 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 22.643014 |
Descriptive statistics
| Standard deviation | 16.669768 |
|---|---|
| Coefficient of variation (CV) | 0.23628454 |
| Kurtosis | 0.78794921 |
| Mean | 70.549548 |
| Median Absolute Deviation (MAD) | 11.053784 |
| Skewness | -0.83623814 |
| Sum | 1015631.3 |
| Variance | 277.88115 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70 | 92 | 0.6% |
| 78 | 90 | 0.6% |
| 56 | 87 | 0.5% |
| 67 | 81 | 0.5% |
| 60 | 71 | 0.4% |
| 66 | 68 | 0.4% |
| 72 | 67 | 0.4% |
| 68 | 62 | 0.4% |
| 76 | 60 | 0.4% |
| 65 | 58 | 0.4% |
| Other values (7984) | 13660 | |
| (Missing) | 1645 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 0.696929239 | 1 | < 0.1% |
| 1.636363636 | 1 | < 0.1% |
| 1.750170184 | 1 | < 0.1% |
| 2.168224299 | 1 | < 0.1% |
| 2.284379172 | 1 | < 0.1% |
| 3.407209613 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 6.47129506 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 26 | |
| 99.72 | 1 | < 0.1% |
| 99.68 | 1 | < 0.1% |
| 99.56 | 2 | < 0.1% |
| 99.52 | 1 | < 0.1% |
| 99.44 | 1 | < 0.1% |
| 99.38 | 1 | < 0.1% |
| 99.24 | 1 | < 0.1% |
| 99.22 | 1 | < 0.1% |
| 99.16 | 1 | < 0.1% |
date_registration
Real number (ℝ)
| Distinct | 220 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -68.638608 |
| Minimum | -205 |
|---|---|
| Maximum | 101 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 15902 |
| Negative (%) | 99.1% |
| Memory size | 125.4 KiB |
Quantile statistics
| Minimum | -205 |
|---|---|
| 5-th percentile | -155 |
| Q1 | -101 |
| median | -57 |
| Q3 | -31 |
| 95-th percentile | -14 |
| Maximum | 101 |
| Range | 306 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 46.251046 |
|---|---|
| Coefficient of variation (CV) | -0.67383427 |
| Kurtosis | -0.44587467 |
| Mean | -68.638608 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | -0.70114397 |
| Sum | -1100826 |
| Variance | 2139.1593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -29 | 452 | 2.8% |
| -22 | 365 | 2.3% |
| -32 | 358 | 2.2% |
| -38 | 342 | 2.1% |
| -30 | 328 | 2.0% |
| -23 | 317 | 2.0% |
| -31 | 291 | 1.8% |
| -36 | 276 | 1.7% |
| -25 | 275 | 1.7% |
| -53 | 265 | 1.7% |
| Other values (210) | 12769 |
| Value | Count | Frequency (%) |
| -205 | 5 | < 0.1% |
| -204 | 1 | < 0.1% |
| -203 | 9 | |
| -202 | 12 | |
| -201 | 2 | < 0.1% |
| -200 | 5 | < 0.1% |
| -199 | 7 | |
| -198 | 14 | |
| -197 | 4 | < 0.1% |
| -196 | 15 |
| Value | Count | Frequency (%) |
| 101 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 3 | |
| 20 | 1 | < 0.1% |
| 19 | 3 | |
| 17 | 6 |
Nombre de date
Real number (ℝ)
| Distinct | 1667 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 39 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 408.72285 |
| Minimum | 1 |
|---|---|
| Maximum | 2953 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 125.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 39.05 |
| Q1 | 140 |
| median | 291 |
| Q3 | 558 |
| 95-th percentile | 1184.95 |
| Maximum | 2953 |
| Range | 2952 |
| Interquartile range (IQR) | 418 |
Descriptive statistics
| Standard deviation | 380.95703 |
|---|---|
| Coefficient of variation (CV) | 0.93206689 |
| Kurtosis | 4.5273652 |
| Mean | 408.72285 |
| Median Absolute Deviation (MAD) | 181 |
| Skewness | 1.8483527 |
| Sum | 6540383 |
| Variance | 145128.26 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76 | 46 | 0.3% |
| 93 | 45 | 0.3% |
| 102 | 44 | 0.3% |
| 106 | 43 | 0.3% |
| 69 | 43 | 0.3% |
| 128 | 42 | 0.3% |
| 67 | 42 | 0.3% |
| 110 | 41 | 0.3% |
| 180 | 41 | 0.3% |
| 150 | 41 | 0.3% |
| Other values (1657) | 15574 |
| Value | Count | Frequency (%) |
| 1 | 10 | 0.1% |
| 2 | 14 | |
| 3 | 7 | < 0.1% |
| 4 | 30 | |
| 5 | 13 | |
| 6 | 8 | < 0.1% |
| 7 | 15 | |
| 8 | 12 | 0.1% |
| 9 | 20 | |
| 10 | 13 |
| Value | Count | Frequency (%) |
| 2953 | 1 | |
| 2945 | 2 | |
| 2917 | 1 | |
| 2878 | 1 | |
| 2819 | 1 | |
| 2806 | 1 | |
| 2775 | 1 | |
| 2753 | 1 | |
| 2747 | 1 | |
| 2732 | 1 |
sum_click
Real number (ℝ)
| Distinct | 4520 |
|---|---|
| Distinct (%) | 28.2% |
| Missing | 39 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1533.5364 |
| Minimum | 1 |
|---|---|
| Maximum | 24139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 125.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 98 |
| Q1 | 405 |
| median | 928 |
| Q3 | 1992.75 |
| 95-th percentile | 4992.85 |
| Maximum | 24139 |
| Range | 24138 |
| Interquartile range (IQR) | 1587.75 |
Descriptive statistics
| Standard deviation | 1789.2244 |
|---|---|
| Coefficient of variation (CV) | 1.1667309 |
| Kurtosis | 14.952522 |
| Mean | 1533.5364 |
| Median Absolute Deviation (MAD) | 638 |
| Skewness | 2.9776229 |
| Sum | 24539650 |
| Variance | 3201323.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 118 | 21 | 0.1% |
| 395 | 20 | 0.1% |
| 243 | 19 | 0.1% |
| 277 | 19 | 0.1% |
| 381 | 19 | 0.1% |
| 106 | 19 | 0.1% |
| 269 | 18 | 0.1% |
| 332 | 18 | 0.1% |
| 326 | 17 | 0.1% |
| 334 | 17 | 0.1% |
| Other values (4510) | 15815 | |
| (Missing) | 39 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
| 3 | 11 | |
| 4 | 15 | |
| 5 | 8 | |
| 6 | 6 | < 0.1% |
| 7 | 6 | < 0.1% |
| 8 | 10 | |
| 9 | 6 | < 0.1% |
| 10 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 24139 | 1 | |
| 20391 | 1 | |
| 19734 | 1 | |
| 19461 | 1 | |
| 19415 | 1 | |
| 19126 | 1 | |
| 17825 | 1 | |
| 17481 | 1 | |
| 17246 | 1 | |
| 16440 | 1 |
Nombre de activity_type
Real number (ℝ)
| Distinct | 306 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 39 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.927509 |
| Minimum | 1 |
|---|---|
| Maximum | 360 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 125.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 36 |
| median | 58 |
| Q3 | 97 |
| 95-th percentile | 181 |
| Maximum | 360 |
| Range | 359 |
| Interquartile range (IQR) | 61 |
Descriptive statistics
| Standard deviation | 52.088688 |
|---|---|
| Coefficient of variation (CV) | 0.71425294 |
| Kurtosis | 2.0342114 |
| Mean | 72.927509 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 1.380553 |
| Sum | 1166986 |
| Variance | 2713.2314 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 214 | 1.3% |
| 47 | 212 | 1.3% |
| 48 | 201 | 1.3% |
| 44 | 195 | 1.2% |
| 51 | 193 | 1.2% |
| 39 | 190 | 1.2% |
| 43 | 190 | 1.2% |
| 56 | 188 | 1.2% |
| 49 | 185 | 1.2% |
| 38 | 185 | 1.2% |
| Other values (296) | 14049 |
| Value | Count | Frequency (%) |
| 1 | 28 | 0.2% |
| 2 | 23 | 0.1% |
| 3 | 35 | |
| 4 | 38 | |
| 5 | 28 | 0.2% |
| 6 | 51 | |
| 7 | 58 | |
| 8 | 52 | |
| 9 | 52 | |
| 10 | 70 |
| Value | Count | Frequency (%) |
| 360 | 1 | |
| 340 | 2 | |
| 325 | 2 | |
| 324 | 1 | |
| 323 | 1 | |
| 321 | 2 | |
| 316 | 1 | |
| 314 | 1 | |
| 310 | 1 | |
| 308 | 1 |
| num_of_prev_attempts | studied_credits | Nombre de date_submitted | Moyenne pondérée de score | date_registration | Nombre de date | sum_click | Nombre de activity_type | final_result | disability | module_presentation_length | gender | highest_education | imd_band | region | age_band | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| num_of_prev_attempts | 1.000 | 0.045 | -0.065 | -0.115 | -0.035 | -0.131 | -0.137 | -0.103 | 0.088 | 0.056 | 0.036 | 0.023 | 0.016 | 0.016 | 0.018 | 0.003 |
| studied_credits | 0.045 | 1.000 | -0.023 | -0.060 | -0.058 | 0.084 | 0.054 | 0.152 | 0.084 | 0.051 | 0.060 | 0.094 | 0.034 | 0.011 | 0.024 | 0.080 |
| Nombre de date_submitted | -0.065 | -0.023 | 1.000 | 0.171 | -0.018 | 0.536 | 0.517 | 0.532 | 0.427 | 0.091 | 0.450 | 0.310 | 0.085 | 0.037 | 0.050 | 0.069 |
| Moyenne pondérée de score | -0.115 | -0.060 | 0.171 | 1.000 | -0.003 | 0.399 | 0.397 | 0.282 | 0.364 | 0.068 | 0.145 | 0.127 | 0.088 | 0.044 | 0.028 | 0.055 |
| date_registration | -0.035 | -0.058 | -0.018 | -0.003 | 1.000 | -0.111 | -0.086 | -0.115 | 0.022 | 0.000 | 0.141 | 0.028 | 0.036 | 0.014 | 0.084 | 0.022 |
| Nombre de date | -0.131 | 0.084 | 0.536 | 0.399 | -0.111 | 1.000 | 0.960 | 0.886 | 0.289 | 0.041 | 0.090 | 0.160 | 0.061 | 0.029 | 0.024 | 0.128 |
| sum_click | -0.137 | 0.054 | 0.517 | 0.397 | -0.086 | 0.960 | 1.000 | 0.837 | 0.196 | 0.041 | 0.136 | 0.141 | 0.035 | 0.017 | 0.011 | 0.111 |
| Nombre de activity_type | -0.103 | 0.152 | 0.532 | 0.282 | -0.115 | 0.886 | 0.837 | 1.000 | 0.277 | 0.034 | 0.123 | 0.166 | 0.059 | 0.029 | 0.029 | 0.096 |
| final_result | 0.088 | 0.084 | 0.427 | 0.364 | 0.022 | 0.289 | 0.196 | 0.277 | 1.000 | 0.075 | 0.067 | 0.027 | 0.092 | 0.074 | 0.048 | 0.057 |
| disability | 0.056 | 0.051 | 0.091 | 0.068 | 0.000 | 0.041 | 0.041 | 0.034 | 0.075 | 1.000 | 0.039 | 0.043 | 0.103 | 0.058 | 0.088 | 0.036 |
| module_presentation_length | 0.036 | 0.060 | 0.450 | 0.145 | 0.141 | 0.090 | 0.136 | 0.123 | 0.067 | 0.039 | 1.000 | 0.292 | 0.042 | 0.021 | 0.075 | 0.016 |
| gender | 0.023 | 0.094 | 0.310 | 0.127 | 0.028 | 0.160 | 0.141 | 0.166 | 0.027 | 0.043 | 0.292 | 1.000 | 0.071 | 0.080 | 0.081 | 0.071 |
| highest_education | 0.016 | 0.034 | 0.085 | 0.088 | 0.036 | 0.061 | 0.035 | 0.059 | 0.092 | 0.103 | 0.042 | 0.071 | 1.000 | 0.076 | 0.140 | 0.138 |
| imd_band | 0.016 | 0.011 | 0.037 | 0.044 | 0.014 | 0.029 | 0.017 | 0.029 | 0.074 | 0.058 | 0.021 | 0.080 | 0.076 | 1.000 | 0.124 | 0.071 |
| region | 0.018 | 0.024 | 0.050 | 0.028 | 0.084 | 0.024 | 0.011 | 0.029 | 0.048 | 0.088 | 0.075 | 0.081 | 0.140 | 0.124 | 1.000 | 0.060 |
| age_band | 0.003 | 0.080 | 0.069 | 0.055 | 0.022 | 0.128 | 0.111 | 0.096 | 0.057 | 0.036 | 0.016 | 0.071 | 0.138 | 0.071 | 0.060 | 1.000 |
| key_studentInfo | final_result | disability | module_presentation_length | gender | highest_education | imd_band | num_of_prev_attempts | region | studied_credits | age_band | Nombre de date_submitted | Moyenne de score | Moyenne pondérée de score | date_registration | Nombre de date | sum_click | Nombre de activity_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 100064FFF2013J | Pass | N | 268 | F | A Level or Equivalent | 0-10% | 0 | West Midlands Region | 60 | 35-55 | 12 | 89,33 | 92.000000 | -136.0 | 1632.0 | 6514.0 | 242.0 |
| 1 | 100282BBB2013J | Withdrawn | N | 268 | F | Lower Than A Level | 20-30% | 1 | Wales | 120 | 0-35 | 1 | 78,00 | 78.000000 | -54.0 | 16.0 | 42.0 | 9.0 |
| 2 | 100561DDD2014J | Fail | N | 262 | M | Lower Than A Level | 70-80% | 1 | East Anglian Region | 60 | 0-35 | 6 | 73,17 | 72.500000 | -35.0 | 466.0 | 950.0 | 95.0 |
| 3 | 100788CCC2014J | Distinction | N | 269 | M | HE Qualification | 80-90% | 1 | Scotland | 60 | 0-35 | 4 | 90,00 | 87.720000 | -103.0 | 440.0 | 1261.0 | 78.0 |
| 4 | 100788FFF2013J | Pass | N | 268 | M | HE Qualification | 80-90% | 0 | Scotland | 90 | 0-35 | 12 | 88,58 | 79.158977 | -82.0 | 820.0 | 3134.0 | 168.0 |
| 5 | 100893AAA2013J | Pass | N | 268 | M | A Level or Equivalent | 20-30% | 0 | Yorkshire Region | 60 | 0-35 | 5 | 68,40 | 68.700000 | -62.0 | 243.0 | 744.0 | 47.0 |
| 6 | 101116AAA2014J | Pass | N | 269 | F | Lower Than A Level | 60-70% | 0 | East Anglian Region | 60 | 35-55 | 5 | 82,60 | 82.900000 | -80.0 | 662.0 | 1769.0 | 64.0 |
| 7 | 101217FFF2013J | Withdrawn | Y | 268 | M | A Level or Equivalent | 40-50% | 1 | London Region | 90 | 35-55 | 1 | 14,00 | 14.000000 | -121.0 | 156.0 | 332.0 | 64.0 |
| 8 | 101217FFF2014J | Fail | Y | 269 | M | A Level or Equivalent | 40-50% | 2 | London Region | 60 | 35-55 | 1 | 68,00 | 68.000000 | -44.0 | 239.0 | 385.0 | 57.0 |
| 9 | 101279DDD2014J | Fail | N | 262 | F | A Level or Equivalent | 0-10% | 0 | Yorkshire Region | 60 | 35-55 | 1 | 55,00 | 55.000000 | -144.0 | 52.0 | 112.0 | 27.0 |
| key_studentInfo | final_result | disability | module_presentation_length | gender | highest_education | imd_band | num_of_prev_attempts | region | studied_credits | age_band | Nombre de date_submitted | Moyenne de score | Moyenne pondérée de score | date_registration | Nombre de date | sum_click | Nombre de activity_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16031 | 985062FFF2013J | Pass | N | 268 | M | HE Qualification | 50-60% | 0 | South West Region | 120 | 35-55 | 12 | 84,00 | 71.697579 | -81.0 | 759.0 | 3615.0 | 239.0 |
| 16032 | 986561CCC2014J | Pass | N | 269 | M | HE Qualification | 90-100% | 0 | South East Region | 60 | 55<= | 8 | 90,13 | 89.400000 | -148.0 | 439.0 | 1462.0 | 80.0 |
| 16033 | 98720BBB2013J | Pass | Y | 268 | F | Lower Than A Level | 20-30% | 0 | London Region | 60 | 35-55 | 11 | 72,27 | 74.250000 | -186.0 | 157.0 | 439.0 | 30.0 |
| 16034 | 988019FFF2013J | Fail | Y | 268 | F | A Level or Equivalent | 20-30% | 1 | London Region | 60 | 35-55 | 9 | 69,78 | 36.635126 | -128.0 | 591.0 | 2044.0 | 126.0 |
| 16035 | 98842BBB2014J | Pass | N | 262 | F | Lower Than A Level | 10-20 | 0 | South Region | 60 | 0-35 | 5 | 59,40 | 48.250000 | -25.0 | 93.0 | 368.0 | 33.0 |
| 16036 | 990155FFF2013J | Distinction | N | 268 | M | HE Qualification | 80-90% | 0 | South Region | 90 | 35-55 | 12 | 89,17 | 92.485610 | -38.0 | 792.0 | 3380.0 | 183.0 |
| 16037 | 99075DDD2014J | Fail | N | 262 | M | A Level or Equivalent | 30-40% | 0 | South Region | 60 | 0-35 | 5 | 54,20 | 52.733333 | -59.0 | 692.0 | 1369.0 | 113.0 |
| 16038 | 99088BBB2014J | Withdrawn | N | 262 | F | Lower Than A Level | 20-30% | 2 | Yorkshire Region | 60 | 0-35 | 3 | 29,67 | 44.333333 | -31.0 | 110.0 | 359.0 | 45.0 |
| 16039 | 991843EEE2013J | Distinction | N | 268 | F | A Level or Equivalent | 80-90% | 0 | Scotland | 30 | 35-55 | 4 | 95,50 | 95.320000 | -93.0 | 991.0 | 5137.0 | 67.0 |
| 16040 | 998493AAA2014J | Pass | N | 269 | F | A Level or Equivalent | 90-100% | 0 | South Region | 60 | 55<= | 5 | 68,80 | 67.600000 | -135.0 | 2065.0 | 10464.0 | 97.0 |